Principles of Solomonoff Induction and AIXI
Sunehag, Peter, Hutter, Marcus
–arXiv.org Artificial Intelligence
We identify principles characterizing Solomonoff Induction by demands on an agent's external behaviour. Key concepts are rationality, computability, indifference and time consistency. Furthermore, we discuss extensions to the full AI case to derive AIXI.
arXiv.org Artificial Intelligence
Nov-25-2011
- Technology: